Introduction

The two words I chose were “Flying” and “Squirrel”. The reason I chose these words is because in the project outline “cute cats” was used as an example so I chose a different animal and chose an adjective.

The first few rows of the results from the search engine
The first few rows of the results from the search engine


The photos tend to all be landscape photos. All of them tend to have primarily green and brown colours in them. All of them are tagged with ‘squirrel’ and most of them are tagged with ‘rodent’. The likes on the photos tend to vary from around 120 - 220 likes. The range on the number of views is quite large with half being around 110,000 and the other half having around 10,000.

selected_urls <- select(photo_data, pageURL)
knitr::kable(selected_urls, caption = "Selected Photo URLs")
Selected Photo URLs
pageURL
https://pixabay.com/photos/nature-rodent-squirrel-mammal-7997402/
https://pixabay.com/photos/squirrel-rodent-animal-mammal-4515962/
https://pixabay.com/photos/squirrel-rodent-mammal-wildlife-7706132/
https://pixabay.com/photos/squirrel-animal-rodent-nature-7484292/
https://pixabay.com/photos/squirrel-rodent-mammal-wildlife-7678830/
https://pixabay.com/photos/red-squirrel-rodent-animal-squirrel-570936/
https://pixabay.com/photos/squirrel-rodent-drinking-fountain-7367445/
https://pixabay.com/photos/squirrel-rodent-foraging-wildlife-498139/
https://pixabay.com/photos/squirrel-rodent-animal-6949263/
https://pixabay.com/photos/tihany-squirrel-rodent-wildlife-7403356/
https://pixabay.com/photos/squirrel-chipmunk-rodent-animal-5506514/
https://pixabay.com/photos/animal-squirrel-rodent-cute-fur-5072537/
https://pixabay.com/photos/squirrel-rodent-animal-cute-nature-5158715/
https://pixabay.com/photos/chipmunk-animal-rodent-mammal-5795916/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-4142446/
https://pixabay.com/photos/squirrel-rodent-foraging-eating-6365603/
https://pixabay.com/photos/squirrel-rodent-foraging-eating-4700919/
https://pixabay.com/photos/squirrel-rodent-foraging-eating-4310069/
https://pixabay.com/photos/squirrel-rodent-animal-furry-80575/
https://pixabay.com/photos/squirrel-rodent-foraging-wildlife-1850210/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-6916189/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-4466632/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-6846096/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-6530649/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-4612799/
https://pixabay.com/photos/squirrel-rodent-foraging-eating-2371509/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-4605518/
https://pixabay.com/photos/squirrel-rodent-foraging-eating-3662681/
https://pixabay.com/photos/squirrel-rodent-mammal-wildlife-7875123/
https://pixabay.com/photos/squirrel-rodent-wildlife-mammal-7889170/
https://pixabay.com/photos/squirrel-rodent-mammal-animal-8044947/
https://pixabay.com/photos/squirrel-rodent-animal-wildlife-7717592/
https://pixabay.com/photos/squirrel-rodent-mammal-wildlife-7778318/
https://pixabay.com/photos/squirrel-rodent-animal-mammal-7246270/
https://pixabay.com/photos/squirrel-rodent-animal-mammal-7552211/
https://pixabay.com/photos/squirrel-rodent-animal-wildlife-7700444/
https://pixabay.com/photos/squirrel-rodent-wildlife-mammal-7494809/
https://pixabay.com/photos/squirrel-rodent-animal-mammal-7517034/
https://pixabay.com/photos/squirrel-oak-kitten-rodent-meal-7291826/
https://pixabay.com/photos/squirrel-rodent-animal-mammal-7497278/
https://pixabay.com/photos/squirrel-rodent-wildlife-mammal-7376177/
https://pixabay.com/photos/squirrel-rodent-wildlife-mammal-7439862/
https://pixabay.com/photos/squirrel-rodent-wildlife-mammal-7355050/
https://pixabay.com/photos/squirrel-rodent-wildlife-mammal-7414955/
https://pixabay.com/photos/squirrel-garden-rodent-wildlife-7333350/
https://pixabay.com/photos/squirrel-rodent-wildlife-mammal-7208503/
https://pixabay.com/photos/squirrel-animal-rodent-nature-cute-3682846/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-7345957/
https://pixabay.com/photos/squirrel-rodent-animal-5603496/
https://pixabay.com/photos/squirrel-oak-kitten-rodent-animal-4318302/
https://pixabay.com/photos/squirrel-rodent-looking-for-food-7299553/
https://pixabay.com/photos/squirrel-rodent-garden-mammal-7339496/
https://pixabay.com/photos/squirrel-oak-kitten-rodent-animal-5331083/
https://pixabay.com/photos/squirrel-rodent-mammal-foraging-7303984/
https://pixabay.com/photos/squirrel-oak-kitten-rodent-animal-5233121/
https://pixabay.com/photos/squirrel-rodent-foraging-wildlife-5959490/
https://pixabay.com/photos/squirrel-rodent-wildlife-forest-5941614/
GIF of all Selected Photos
GIF of all Selected Photos

Key features of selected photos

  1. On average there was a 86.0643218% chance that if the person viewed the image they would also download it.

  2. The chance that a person would leave a comment on a photo was 0.1356391% on average.

  3. The average number of likes for the selected photos is 156, indicating the level of engagement they receive from viewers.

  4. The average number if views for the selected photos were 41129.35

Creativity

# Display datatable of photo_data
knitr::kable(photo_data, caption = "Photo Data Table")
Photo Data Table
id pageURL type tags previewURL previewWidth previewHeight webformatURL webformatWidth webformatHeight largeImageURL imageWidth imageHeight imageSize views downloads collections likes comments user_id user userImageURL popular viewsvsdownloads viewsvscomments
7997402 https://pixabay.com/photos/nature-rodent-squirrel-mammal-7997402/ photo rodent https://cdn.pixabay.com/photo/2023/05/16/12/14/nature-7997402_150.jpg 150 100 https://pixabay.com/get/gbe0f323e0e2632c0a893a36e2d9bf0304befe5d14c2a9be864575cbe2402923c9071fff9c89c1a14e76b56a60b846933e90e818e3633cea48952e3c91f2e41cb_640.jpg 640 427 https://pixabay.com/get/gca09ba4aebc8eacef25650ea8b74827bc5be04e66a5ef515d09a7b84fef41c7663cc5d7477b20534facd1b28b63d46cf78be5cca19c7a6fb0596aacb7332accd_1280.jpg 5616 3744 3648596 31678 28472 61 191 64 7200068 Andhoj https://cdn.pixabay.com/user/2020/10/09/09-54-28-238_250x250.jpg not that popular 0.8987941 0.0020203
4515962 https://pixabay.com/photos/squirrel-rodent-animal-mammal-4515962/ photo rodent https://cdn.pixabay.com/photo/2019/09/30/14/51/squirrel-4515962_150.jpg 150 99 https://pixabay.com/get/g4a048ee1f46e42c70073f8bcf234df263e51bb6534052a4e1a00f2809fd6bde2375f5feffde9ca16b62403e9432a73eb0abac359bc4a106e4b368e48816ee6fa_640.jpg 640 426 https://pixabay.com/get/g4405130f40cf4228c104c60cf1887709030e88482dc477825b705b8da1e29071759eb0b056f82d68017b2f1e59068c5dbcbb825c06aafe832cf4067c2413fe30_1280.jpg 4545 3029 1616638 157380 107713 492 558 84 13793746 eluxirphoto https://cdn.pixabay.com/user/2019/10/04/23-01-44-893_250x250.jpg very popular 0.6844135 0.0005337
7706132 https://pixabay.com/photos/squirrel-rodent-mammal-wildlife-7706132/ photo rodent https://cdn.pixabay.com/photo/2023/01/08/21/05/squirrel-7706132_150.jpg 150 100 https://pixabay.com/get/gad1efb082b06629b70b1a3857f5fe2e0a19af631e0747c82e412307e1521c25d099629fe009adc8af5ad5ad5756e0c610dcd3fdce461861541e29cc9b317f686_640.jpg 640 427 https://pixabay.com/get/g62375a2135d6848a4f771354336570e17af11f673b06d7be5606ced3bf908fe279fa8d5445b7466b85d65a7e11f1f00143443f63faf971e017baced121005e37_1280.jpg 6000 4000 4911366 54156 50999 27 242 1 7673058 Ray_Shrewsberry https://cdn.pixabay.com/user/2024/03/29/03-05-16-838_250x250.jpg not that popular 0.9417054 0.0000185
7484292 https://pixabay.com/photos/squirrel-animal-rodent-nature-7484292/ photo rodent https://cdn.pixabay.com/photo/2022/09/28/05/53/squirrel-7484292_150.jpg 150 100 https://pixabay.com/get/g60f21eda9da1329d0b0a4ee46bcb6648cce8f05d7ad9cda16c2534de2040e802c3b491c11a9705c83b0913a1baac51004b3d70b80308fa3964234a8f44335ae0_640.jpg 640 427 https://pixabay.com/get/g43e4c88e527a83c5f0422fc45178fccd8fcce980e62df20ecc1eda864c19eb07a5c92a8e893a69deca37eb2d78a70a9828446b4994686e0e86d7c01e7c142bc0_1280.jpg 4612 3075 2177421 133399 121464 79 175 30 23039065 jbooba https://cdn.pixabay.com/user/2022/08/20/17-47-55-686_250x250.jpg very popular 0.9105316 0.0002249
7678830 https://pixabay.com/photos/squirrel-rodent-mammal-wildlife-7678830/ photo rodent https://cdn.pixabay.com/photo/2022/12/26/11/44/squirrel-7678830_150.jpg 150 102 https://pixabay.com/get/gdd1a3bb12d02008f577a4ccfc2b78ead4741fe26cfbaa06e39fd985b010efd842a681003f9916f5694f8fd386b73e9d01027048a1d9c690731d4e8e6692d6c10_640.jpg 640 437 https://pixabay.com/get/g01060af43c684488bd6cb4fa4ad78280b1f21cb73157da86114dc37f9a1e811f29bbf7ba6b013b03267e7ee5f7a707097424ded25311d20a170c98331e88714e_1280.jpg 4383 2994 2737576 104679 97676 68 262 105 1767157 Ralphs_Fotos https://cdn.pixabay.com/user/2023/10/30/20-32-31-466_250x250.jpg very popular 0.9331002 0.0010031
570936 https://pixabay.com/photos/red-squirrel-rodent-animal-squirrel-570936/ photo rodent https://cdn.pixabay.com/photo/2014/12/17/00/28/red-squirrel-570936_150.jpg 150 97 https://pixabay.com/get/gf435e99f6227321757bf354f5ac794d8092d6c81aa75da79793fd50f901e4f9b34cad212e3f29d1f170c95c35f53ff1c_640.jpg 640 416 https://pixabay.com/get/g3c5397822a4224e79f938d447529ce991d61d7c7e7f6e5a16a56ac73e6fbd58ced0cac3695e8fc4ca2582070ce1e827154ff056ae4eb2a3b214856cea9aca7e5_1280.jpg 4646 3027 5552134 119069 56916 458 444 62 631372 631372 NA very popular 0.4780085 0.0005207
7367445 https://pixabay.com/photos/squirrel-rodent-drinking-fountain-7367445/ photo rodent https://cdn.pixabay.com/photo/2022/08/05/19/21/squirrel-7367445_150.jpg 150 100 https://pixabay.com/get/ge85c33bf06cd4d67962470f300d9a483599c61dc5ba415aff0404bdeeb67ac1c21d1e94d1266969cfc2e4abf783370ee96da9f8335d6f79a1e057a121de6efab_640.jpg 640 427 https://pixabay.com/get/g337bec2baf6cb5b5ebdf32aaa249e0570e613d4f62d3a948cba159bcf2574b723328ea7df436fbddee00d613fecb5f3b50e9b65b757d31aec8ce6b8581d82a36_1280.jpg 8688 5792 8191783 49571 43038 26 123 38 5394567 GeorgeB2 https://cdn.pixabay.com/user/2017/05/31/00-48-09-43_250x250.jpg not that popular 0.8682092 0.0007666
498139 https://pixabay.com/photos/squirrel-rodent-foraging-wildlife-498139/ photo rodent https://cdn.pixabay.com/photo/2014/10/22/15/47/squirrel-498139_150.jpg 150 112 https://pixabay.com/get/g71d26d445c275f885490297e9b5b1dca44dfd91e627dc327d29b6c8176e88f63ed404355800b6d333a7eaec2d6fff829_640.jpg 640 480 https://pixabay.com/get/g034841520fe8f375e7f251efae827d533a4ba7aee8f68e6628e2d76209e00dfdb9445128f4bc5f5c49f1a35c12567cf5f621a9a39033caf660440eb4bc977383_1280.jpg 6614 4961 6380593 60886 28715 290 236 23 507381 tpa https://cdn.pixabay.com/user/2014/10/22/14-21-01-683_250x250.jpg not that popular 0.4716191 0.0003778
6949263 https://pixabay.com/photos/squirrel-rodent-animal-6949263/ photo rodent https://cdn.pixabay.com/photo/2022/01/19/09/17/squirrel-6949263_150.jpg 150 100 https://pixabay.com/get/gead499af7064d6752c5e212af36084db9c8b1364da494e9bdd49e98a6e71539226be2d95051bd3d9dc14cfcd10ff352027e472d5279bc39adb3997822af43363_640.jpg 640 427 https://pixabay.com/get/g3f7c4c1b7e1483defa6ecd076e83519f0bcc7fd2a8bf5d3f07c18c9619584afe002ba26ad7319936be44f9bc437e9ab0a2e40d127f9c5cdda09a4543b4d9b6ad_1280.jpg 6000 4000 11009596 35290 30223 27 61 17 25142462 ankur400parmar https://cdn.pixabay.com/user/2022/01/07/08-55-18-132_250x250.jpg not that popular 0.8564182 0.0004817
7403356 https://pixabay.com/photos/tihany-squirrel-rodent-wildlife-7403356/ photo rodent https://cdn.pixabay.com/photo/2022/08/22/10/28/tihany-7403356_150.jpg 150 100 https://pixabay.com/get/gf0034f15128e4a045fe11f0a2b1467c7b3cd60fc933405f1926b68330f53299facc1922e3a3c3fd45e545feaf5921a7d3e117c5f16eeff6b48f540e5848c8036_640.jpg 640 427 https://pixabay.com/get/gaf7a72a62488742227db19ca218ff53809e21476b5bf0c8bbf097084b5eed022b301587142051e66f84188666b2d1e993c5eb7e6dcf9ea72e347f6e752e601ec_1280.jpg 6000 4000 6954609 82370 78420 56 113 22 3428504 Zsolt71 https://cdn.pixabay.com/user/2016/10/06/08-16-23-11_250x250.jpg not that popular 0.9520456 0.0002671
5506514 https://pixabay.com/photos/squirrel-chipmunk-rodent-animal-5506514/ photo rodent https://cdn.pixabay.com/photo/2020/08/21/16/05/squirrel-5506514_150.jpg 150 100 https://pixabay.com/get/gb33300ce3b3a4e33e4a4f73afcb9d6b66e06e260eff7d7d5890e84818511f5df2c7dc55995d8bbed8bd860586025b0b91f4d1f757efce11c6c94df0fa54f3676_640.jpg 640 427 https://pixabay.com/get/g9308f0670cb3cbe47b78d38a0c8facf9fd58b40a63324597879b7dbfec5f7b6c8c78e133f8e7918d22765ccaa76290c5fcfbfea4a7656466d7a3be2921b58f43_1280.jpg 5616 3744 3356050 28188 20899 125 120 15 4140779 Ksenia_Vysotskaya https://cdn.pixabay.com/user/2020/08/30/11-25-52-405_250x250.jpg not that popular 0.7414148 0.0005321
5072537 https://pixabay.com/photos/animal-squirrel-rodent-cute-fur-5072537/ photo rodent https://cdn.pixabay.com/photo/2020/04/21/10/26/animal-5072537_150.jpg 150 100 https://pixabay.com/get/gac364ad850932e5e615d95014bd87d9046cce48e533f7cd1a53ef76b1a500d0f29575c4221a83b24a411869786fcbe7e04a849b7d7532e624f85d55b2192979f_640.jpg 640 427 https://pixabay.com/get/gd9dcaffb152756c3200f1dc7f518d4110ef50332d83e5328d5aa5b8007e726b68819e3bfdaf77d27c94a9c874657c46c2eb5f5ba845e128a3e9ba1829691dcde_1280.jpg 5184 3456 10959505 39975 34937 115 108 17 16151786 bharatspace https://cdn.pixabay.com/user/2020/04/21/10-23-32-165_250x250.jpg not that popular 0.8739712 0.0004253
5158715 https://pixabay.com/photos/squirrel-rodent-animal-cute-nature-5158715/ photo rodent https://cdn.pixabay.com/photo/2020/05/11/15/14/squirrel-5158715_150.jpg 150 100 https://pixabay.com/get/gc10530d55f21c186319dfda850bdcb348e97e5b34cc3b82ec2006b468ba1a838f4cc14b543ae6b6258786f2c8b10cb61447549c93ad5b737cbbad87e6167b5aa_640.jpg 640 427 https://pixabay.com/get/gf9fbc16f58de7c1c370d99ad9afb69a401d602fd7b42073827b1239758439ac1946c5f7e6c453439d3b026d9d64d9215652add25fd1a1f0b1fb9fc6d144b90a3_1280.jpg 6000 4000 3970200 32377 27159 97 113 29 686414 Alexas_Fotos https://cdn.pixabay.com/user/2024/04/18/09-33-47-584_250x250.png not that popular 0.8388362 0.0008957
5795916 https://pixabay.com/photos/chipmunk-animal-rodent-mammal-5795916/ photo rodent https://cdn.pixabay.com/photo/2020/12/02/01/06/chipmunk-5795916_150.jpg 150 100 https://pixabay.com/get/g48b6ce560a8338dee130451b151a162fa7bb882f5b7219db1be67102207183a0c02f2229edc8e5e1af42ec31b3cd64cdc5b28f8f781830fa5c8e6e2f44241f26_640.jpg 640 427 https://pixabay.com/get/gf44caf649820f253a95f1217f241867cca9250d1113ac8cead64a400bbb2c961e37806fc59340578800167164cd75d60dbe604e86adac91f62def09a362172a5_1280.jpg 6960 4640 7034196 60208 51709 69 142 25 18350897 pranavsinh232 https://cdn.pixabay.com/user/2020/09/17/18-05-52-369_250x250.jpg not that popular 0.8588394 0.0004152
4142446 https://pixabay.com/photos/squirrel-rodent-wildlife-forest-4142446/ photo rodent https://cdn.pixabay.com/photo/2019/04/20/18/46/squirrel-4142446_150.jpg 150 99 https://pixabay.com/get/g47dc8ad2f936b140fa1e470fadced3a92d1cd22a3f08a47f685b81733e3eca0f07940db49c6e056cc2128561e2f27b4b376e18edcc42308cf31b6b8b2d408667_640.jpg 640 426 https://pixabay.com/get/gbc56856d411bd05a1a9cea33708adf3aa0ca877ebbf297208a108248f76a673cc1c56da6a1fbad3d9f763f124b1202d520bfba2c120f6be6e2fd8fd2215a2749_1280.jpg 3888 2592 3205085 40872 24995 281 298 41 11445571 Skica911 https://cdn.pixabay.com/user/2019/02/01/19-44-27-691_250x250.jpg not that popular 0.6115434 0.0010031
6365603 https://pixabay.com/photos/squirrel-rodent-foraging-eating-6365603/ photo rodent https://cdn.pixabay.com/photo/2021/06/26/07/57/squirrel-6365603_150.jpg 150 100 https://pixabay.com/get/gca89850dba929518eaa3235c862e528fee895dbb26e289700ef2071689cc1cac1defc0600ae3f0e15d487b2d7fb121db40ef34d46b89953574a8bac4750ab500_640.jpg 640 427 https://pixabay.com/get/gad1452223fa2b998000ac03ea907977bd20676b49c1e87751e2b5cf667f67a7417eae80debc22a24248d6e054173ee8c131d2604ec67b35ed0288cc6a3cb960f_1280.jpg 5184 3456 4458813 70090 61202 139 195 66 18792683 artoxana https://cdn.pixabay.com/user/2024/02/10/16-41-29-437_250x250.jpg not that popular 0.8731916 0.0009416
4700919 https://pixabay.com/photos/squirrel-rodent-foraging-eating-4700919/ photo rodent https://cdn.pixabay.com/photo/2019/12/17/06/50/squirrel-4700919_150.jpg 150 99 https://pixabay.com/get/g5d897a5a61825c1f2cd32fab8d6409c33573e0dead4b6179eb3fbc75f8961c76600301a533cda55ed68f223a593027f86e8cf0cffeac56b1b9a8270dc180d4b3_640.jpg 640 425 https://pixabay.com/get/g0538a43584f80fb3f9b0eed2b8239db856f61d878ea8d2ba2cf3ca224b935be47915be10e981d346865f0c31a8a3900b33afbd5307107e6fe96be7bf35371e05_1280.jpg 6016 4000 6547956 76795 55512 233 274 35 14556794 Olssid NA not that popular 0.7228596 0.0004558
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Learning reflection